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2. PIA - A Concept for a Personal Information Assistant for Data Analysis and Machine Learning of Time-Continuous Data in Industrial Applications

Author

Schnur, Christopher, Dorst, Tanja, Deshmukh, Kapil, Zimmer, Sarah, Litzenburger, Philipp, Schneider, Tizian, Margies, Lennard, Müller, Rainer, Schütze, Andreas, Schnur, Christopher, Dorst, Tanja, Deshmukh, Kapil, Zimmer, Sarah, Litzenburger, Philipp, Schneider, Tizian, Margies, Lennard, Müller, Rainer, and Schütze, Andreas

Abstract

A database with high-quality data must be given to fully use the potential of Artificial Intelligence (AI). Especially in small and medium-sized companies with little experience with AI, the underlying database quality is often insufficient. This results in an increased manual effort to process the data before using AI. In this contribution, the authors developed a concept to enable inexperienced users to perform a first data analysis project with machine learning and record data with high quality. The concept comprises three modules: accessibility of (meta)data and knowledge, measurement and data planning, and data analysis. Furthermore, the concept was implemented as a front-end demonstrator on the example of an assembly station and published on the GitHub platform for potential users to test and review the concept.

Published
2024

4. Contributors

Author

Agarwal, Mitali, Alsabbagh, Mohammed Eyad, Aswath, Ganesh, Bacon, Bruce Raymond, Bader, Geoffrey, Bang, Ji Young, Bhamidimarri, Kalyan Ram, Bhasin, Devina, Birkness-Gartman, Jacqueline, Guzmán, Gabriel A. Bolaños, Bower, Richard, Bradley, Mathew J., Brown, Landon, Brown, Roderick Seth, Burger, Cassandra, Burke, Carol Ann, Cappell, Mitchell S., Carey, William, Chang, Karen, Cheatham, Joseph G., Chong, Bradford Jin, Clayton, Steven, Cleaver, David, Coté, Gregory A., De Witte, Anton Jordan, Deshpande, Amar R., Di Palma, Jack A., Dryden, Gerald, Dulaney, David T., Dunbar, Trevor, Eaton, John E., Falloon, Katherine, Farraye, Francis A., Fox, Michael G., Gancayco, John, Ghafoor, Adil, Goff, John S., Golla, Meghana, Han, Samuel, Harrison, Stephen A., Hennrikus, William P., Herrera, Jorge L., Hoffman, Brenda J., Hujoel, Isabel A., Jacobs, John W., John, Savio, Johnston, Zachary, Kaliney, Ryan, Kayali, Zeid, Kinnucan, Jami A., Kondo, Kimi L., Korus, Heather, Krishnan, Prashant Vasanth, Kuhn, Kristine A., Kulkarni, Anand V., Laczek, Jeffrey, Lai, Samuel H., LaPorta, Anthony J., Lashner, Bret A., Latanski, James, Lee, John W., Lee, Linda S., Lee, Mike H., Lee, Yoo Jin, Lembo, Anthony, Leung, Kenneth, Macaron, Carole, Mannon, Peter, Marchak, Katherine S., McCarter, Martin D., McNally, Peter R., Melmed, Gil Y., Mertz, Andrew T., Michaels, Alex D., Moran, Robert, Moyer, Amber M., Mukherjee, Rupa, Nguyen, Nathalie, Oshima, Kiyoko, Pappas, Theodore N., Patel, Anish, Patel, Dhyanesh A., Polanco, Nathalie A. Pena, Penninti, Pranav, Peter, Shajan, Platt, Kevin D., Proksell, Siobhan, Rangan, Vikram, Rao, Satish S.C., Reddy, K. Rajender, Rice, Michael D., Riddle, Mark D., Rouphael, Carol, Russo, Mark W., Saag, Michael, Saffouri, George, Salvo, Rebecca, Schiller, Lawrence R., Sempokuya, Tomoki, Shah, Raj J., Shrestha, Roshan, Sill, Andrew P., Singal, Ashwani K., Spencer, Chad M., Spitzer, Holly V., Surawicz, Christina M., Tayal, Shalini, Taylor, Zachary A., Thélin, Camille S., Torres, Dawn M., Trotter, James F., Vakil, Nimish, Varadarajulu, Shyam, Vindigni, Stephen M., Vogel, Jon D., Walker, Lisa, Westhoff, John, White, Clemence C., Wideroff, Gina A., Wilcox, C. Mel, Worlton, Tamara J., Young, Patrick E., and Zimmer, Sarah

Published
2025
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6. NFDI4Ing Conference 2022 - Conference Contributions

Author

Schmitt, Robert, Hamann, Tobias, Moser, Mario, Zeng, Michael, Bossert, Lukas C., Majidian, Sama, Moghaddam, Amir, Fingerhuth, Matthias, Demandt, Évariste, Schnur, Christopher, Dorst, Tanja, Deshmukh, Kapil, Zimmer, Sarah, Litzenburger, Philipp, Schneider, Tizian, Müller, Rainer, Margis, Lennard, Schütze, Andreas, Schwarzmeier, Moritz, Maric, Tomislav, Böning, Sarah, Möbius, Max, Popendicker, Katharina, Kröger, Moritz, Lang, Ilona, Nellesen, Marcel, Opasjumruskit, Kobkaew, Chiapparino, Giuseppe, Farnbacher, Benjamin, Sdralia, Vasiliki, Stemmer, Christian, Ji, Fan, Wilch, Jan, Vogel-Heuser, Birgit, Richter, Manuela, Logan, Kevin T., Pelz, Peter, Ferenz, Stephan, Nieße, Astrid, Leštáková, Michaela, Seibert, Vasiliy, Wittek, Stefan, Heinrichs, Benedikt, Arndt, Susanne, Iglezakis, Dorothea, Terzijska, Džulia, Lanza, Giacomo, Hickmann, Johanna, Hachinger, Stephan, Davidson, Joy, Dillo, Ingrid, Kalaitzi, Vasso, Ashley, Kevin, Parland-von Essen, Jessica, Jonquet, Clément, Priddy, Mike, Verburg, Maaike, Fink, Ann Sofie, Gaiarin, Sara Pittonet, Hornung, Daniel, Weiß, Thomas, Petrenko, Taras, Macneil, Rory, Khodaei, Samira, Padev, Mihail, Abdelrazeq, Anas, Isenhardt, Ingrid, Engel, Felix, Ost, Philipp, Kuckertz, Patrick, Göpfert, Jan, Karras, Oliver, Neuroth, David, Schönau, Julian, Pueblas, Rodrigo, Pflugradt, Noah, Weinand, Jann M., Kotzur, Leander, Auer, Sören, Stolten, Detlef, Wawer, Max Leo, Hausen, Daniela, Schönau, Sabine, Windeck, Jürgen, Wallace, David, Khan, Fawad, Chavada, Nilesh, Krdzavac, Nenad, Martens, Claudia, Flügel, Anna-Lena, Garabedian, Nick, Bagov, Ilia, Greiner, Christian, Hartmann-Enke, Linus, Engelhardt, Claudia, Sperling, Johannes, Kim, Soo-Yon, Hillemacher, Steffen, Geisler, Sandra, Decker, Stefan, Rumpe, Bernhard, Molinas Comet, Lina, Dimitriadis, Iraklis, Sapel, Patrick, Hopmann, Christian, Moussavi Alashloo, Seyed Yaser, Leimer, Sophia, Hendriks, Sonja, Rehwald, Stephanie, Moussavi Alashloo, Maryamalsadat, Borgelt, Hendrik, Behr, Alexander, Aljoscha Frede, Timothy, Kockmann, Norbert, Shan, Wendy (Pengyin), Weisweiler, Nina, Schabinger, Rouven, Strecker, Dorothea, Ulrich, Robert, Inturri, Daniele, Hermann, Sibylle, Fehr, Jörg, Hamann, Tobias, Moser, Mario, and Zeng, Michael

Subjects
FDM, Production engineering, Construction engineering, FOS: Mechanical engineering, Ontologie, Forschungsdatenmanagement, Electronic Laboratory Notebook, Computer systems, electrical engineering, Datenorganisation, Ingenieurwissenschaften, Engineering, Maschinenbau, process engineering, RDM, Architecture, Produktionstechnik, Archivierung, Metadata, FOS: Materials engineering, engineering research, Ontology, Materials engineering, Research Data Management, Gute wissenschaftliche Praxis, Computer science, Mechanical engineering, Thermal engineering, Materials science, NFDI, Metadaten, NFDI4ING, FOS: Civil engineering
Abstract

The NFDI4Ing Conference 2022 took place online on 26 and 27 October2022. The authors would like to thank the Federal Government and the Heads of Government of the Länder, as well as the Joint Science Conference (GWK), for their funding and support within the framework of the NFDI4Ing consortium. Funded by the German Research Foundation (DFG) - project number 442146713. If not stated otherwise within the respective document, the files go by CC-BY 4.0 license. Please refer to the license comments in the resprective slide decks.

Published
2022
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11. Pernicious Pouch of Problems: A Challenging Case of Massive Hemorrhage Secondary to Jejunal Diverticular Bleeding.

Author

Reed TJ, Zimmer SK, Nelson NT, and Bush AM

Abstract

Small bowel (SB) diverticulosis is an uncommon diagnosis and a rare cause of gastrointestinal (GI) bleeding. A particularly rare form of SB diverticular disease, jejunal diverticulosis, is usually discovered due to complications, such as hemorrhage, obstruction, or perforation. Owing in part to its rarity, jejunal diverticular bleeding can be difficult to identify and treat, resulting in increased morbidity and mortality. Here, we present the case of a 57-year-old female with recurrent massive GI hemorrhage from a jejunal diverticular vessel that was ultimately diagnosed and successfully managed endoscopically., Competing Interests: Human subjects: Consent for treatment and open access publication was obtained or waived by all participants in this study. Conflicts of interest: In compliance with the ICMJE uniform disclosure form, all authors declare the following: Payment/services info: All authors have declared that no financial support was received from any organization for the submitted work. Financial relationships: All authors have declared that they have no financial relationships at present or within the previous three years with any organizations that might have an interest in the submitted work. Other relationships: All authors have declared that there are no other relationships or activities that could appear to have influenced the submitted work., (Copyright © 2024, Reed et al.)

Published
2024
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